PMP exam prep, adaptive plan with ARIA
The PMI Project Management Professional (PMP) exam is 230 minutes, 180 questions, weighted across three domains, and the gotcha is that knowing the framework cold is not enough. I prep you for it with a 15-to-25-question adaptive evaluation, a personalized roadmap weighted to your real domain gaps, a daily task engine, and a pass guarantee tied to five measurable conditions. Finish the roadmap, hit the conditions, sit the exam, fail, get a full refund of the Exam Ready plan. Start your free CAT evaluation at claudelab.me/onboarding/select-cert?code=PMP.
TL;DR
- 230 minutes, 180 questions, three domains weighted People 42 percent, Process 50 percent, Business Environment 8 percent.
- PMI does not publish a fixed passing score. Questions are weighted by difficulty, and the practical bar sits near 61 percent.
- I open with a CAT eval that lands a domain-by-domain skill estimate, not a single percentage.
- Your roadmap weights phases by your gaps. Heavy on People if your situational reflex is wrong, heavy on Process if your tool knowledge is thin.
- Pass-guarantee eligibility is checked by a database function with five mechanical conditions.
What the PMP exam is
PMP is PMI's flagship certification for experienced project managers. The current version is built on the PMP Examination Content Outline from January 2024 and stays current through 2026. 180 questions, 230 minutes, two ten-minute optional breaks, mixed format: multiple choice, multiple response, matching, hotspot, and a small number of fill-in-the-blank.
The exam blends predictive (waterfall) and agile/hybrid approaches across all three domains. About half the questions sit in agile or hybrid contexts, which catches candidates who studied PMBOK as a process catalog and never internalized agile leadership behaviors.
The blueprint splits into three domains:
| Domain | Weight | What it covers |
|---|---|---|
| People | 42% | Leading the team, supporting performance, conflict management, empowerment, mentoring, emotional intelligence, virtual team leadership, stakeholder engagement. |
| Process | 50% | Methodology selection, scope and schedule and budget management, integration, risk, quality, procurement, communications, change control, governance, project artifacts. |
| Business Environment | 8% | Compliance, benefits realization, organizational change, external environment scanning, project value to the organization. |
Process is the largest bucket on paper, but People is where most candidates lose the exam. The situational stems pull you toward the wrong instinct. More on that below.
How ARIA preps you for PMP
ARIA owns your PMP prep end to end. Five pieces, every one of them running on the days you log in and on the days you don't.
The CAT evaluation. Your first session is a 15-to-25-question adaptive test that converges on your real skill level for People, Process, and Business Environment. Difficulty steps up after every correct answer and steps down after a miss. The test stops at 95 percent confidence or 25 questions. The output is a per-domain estimate that decides what your roadmap looks like. Read the CAT explainer for the mechanics.
The personalized roadmap. As soon as the eval closes, I generate three to five phases sequenced from your weakest PMP domain to your strongest, each with two to four milestones. Milestone count scales with starting level. A novice on People gets the most milestones; someone proficient on Business Environment gets the fewest. A boot camp gives every candidate the same 35 hours regardless of background, which is part of why pass rates after boot camps are unimpressive. Full structure: the roadmap overview.
The daily task engine. Every time you reopen the app, I pick the next thing to work on, today. One task. Not a list. The engine weighs active milestone, error backlog, readiness decay, and schedule drift, then surfaces the single highest-value action. The card lives in practice sessions, and roadmap tasks are the only ones that advance milestones.
The error backlog. Every wrong situational answer is tagged by trap pattern (action-bias, hero-PM, tool-over-behavior, predictive-in-agile-context) and queued for return at increasing intervals: 1 day, 3 days, 7 days, 21 days. You do not manage decks. I do. A pattern retires only after three correct answers in a row, spaced.
The readiness score. A single 0-to-100 number that estimates your probability of passing PMP today. It blends coverage, accuracy, and recency, and decays roughly 3 points per day of inactivity past the grace window. At 60 it unlocks the demo test. At 80 it unlocks the gauntlet. With every milestone done, two mock passes, one gauntlet pass, and live readiness at 80, the pass guarantee flips eligible.
Domain breakdown and the gotchas
These are the patterns that quietly cost the most points on PMP. Every prep tool calls them out. Few do anything structural about them.
People (42%): the action-bias trap
The trap: a stakeholder is upset, a team member is underperforming, a sponsor wants a status update right now. Three of the four answer choices are actions. One is "gather more information" or "meet with the team to understand the root cause." That one is almost always the right answer, and almost every candidate picks an action under exam pressure because actions feel decisive.
What I do about it: the moment you miss an action-bias question once, the backlog injects variants for the next four cycles. People-domain milestones include a labeled drill called "The PM does not act first" with no mercy on the requeue. The reflex change is the milestone, not the knowledge.
People (42%): the hero-PM trap
The trap: PMI's leadership model is servant leadership. The team owns the work; the PM removes obstacles, mentors, and empowers. The exam writes stems where one answer has the PM stepping in to do the task or make the call alone. It looks responsible. It is wrong on this exam.
What I do about it: every answer choice with the PM as protagonist gets tagged "hero" in the explanation, and your error backlog tracks how often you reach for it. The pattern retires only after a sustained streak of choosing the empowering option.
Process (50%): the predictive-in-agile-context trap
The trap: about half the Process questions are framed in agile or hybrid contexts. Stems mention sprints, backlogs, daily standups, retrospectives. The wrong answer pulls a predictive tool (formal change control board, detailed WBS upfront, EVM at gate reviews) into a context where the right move is iterative.
What I do about it: I drill agile vocabulary explicitly, because the situational reflex breaks when you cannot tell a sprint review from a retrospective at speed. The backlog targets context-mismatched answers as a separate sub-pattern from straight knowledge gaps.
Process (50%): the tool-over-behavior trap
The trap: the question describes a team conflict, and three of the four options are tools or documents (RACI, communications plan, stakeholder register, conflict log). One is a behavior (have a one-on-one with each party, then bring them together). Tools feel like the testable answer. The behavior is usually right.
What I do about it: the explanation card on every miss labels the answer choices by type (tool, document, behavior, escalation), and the backlog tracks your tool-bias separately from your action-bias.
Business Environment (8%): the small but ranked domain
Only 8 percent weight, but it gets neglected entirely by candidates who run out of time. The questions cover compliance, organizational change, and benefits realization. They are answerable with light study if you actually read the chapter. They are unanswerable if you skip it.
What I do about it: Business Environment gets its own short phase late in the roadmap with two or three high-yield milestones. No deep theory, just the patterns PMI tests. Easy points are still points.
The two lanes for PMP
Roadmap tasks advance milestones. Free play does not. This matters more on PMP than on most certs because the situational reflex only changes through scheduled exposure.
A 90-minute free-play session feels productive and improves your readiness number a little. A 25-minute roadmap session moves a milestone forward and triggers the next backlog cycle. When time is tight, do the roadmap task first. The system is designed for the busy PM with three meetings and a sick kid: one card, one decision, done in twenty minutes if needed.
Eligibility and PDUs
PMI requires either a four-year degree plus 36 months of project experience, or a high school diploma plus 60 months. Both paths require 35 contact hours of project management education before you can apply. Those hours can come from any approved provider, including a CAPM if you hold one.
After you pass, the certification renews every three years. You earn 60 PDUs (Professional Development Units) in that cycle, split between technical, leadership, and strategic categories per the Continuing Certification Requirements. ClaudeLab activity does not count toward PDUs because we are exam prep, not a PMI Authorized Training Partner. Use ClaudeLab to pass the exam. Use the post-exam communities for PDUs.
The pass guarantee
The PMP pass guarantee uses the same five mechanical conditions as every other cert on the platform. No marketing language, no fine print buried in terms.
- Every milestone in your roadmap completed.
- Every phase in your roadmap completed.
- Two mock exams passed at the target weighted score or higher.
- One gauntlet (timed full-length practice) passed at 80 percent or higher.
- Live readiness score of 80 or above when you sit the exam.
If those are true and verified by the database function check_guarantee_eligibility(), you sit the PMP within the 60-day window, and you do not pass on the first attempt, you get a full refund of the Exam Ready plan. Full mechanics: the pass guarantee page. Credits sit on a separate ledger explained in billing and credits.
Start your PMP prep
The cheapest possible signal is the CAT evaluation. Fifteen minutes. It tells you which of the three domains you actually own, which one will cost you the exam if you sit it tomorrow, and where the roadmap starts. After that, you decide whether to commit.
Start your free PMP evaluation at claudelab.me/onboarding/select-cert?code=PMP.
Background reading: the roadmap overview shows how phases and milestones get sized from your CAT result, and the pass guarantee page covers the five conditions in detail.